Skill UI

A comprehensive guide for constructing and applying structural models in health economics, particularly for interpreting empirical estimates or running policy counterfactuals. It covers core archetypes—including demand-selection, provider incentives, and human capital—and emphasizes critical rigor, such as parameter identification, adherence to institutional rules (e.g., risk adjustment), and defending policy-invariance (Lucas critique).

This guide helps researchers determine if their I-O psychology project is suitable for the Journal of Applied Psychology (JAP). It provides a rigorous framework to pressure-test the fit by assessing four critical criteria: theoretical contribution, measurement rigor, applied relevance, and cumulative footing. It is essential for structuring the research question and selecting the appropriate article type before deep investment.

This advanced analytical skill focuses on rigorously identifying and testing the specific transmission channels through which external shocks affect an economy. Essential for high-impact international economics research, it moves beyond descriptive mechanism narratives by focusing on testable proxies across trade, investment, finance, and expectation channels. It requires advanced econometrics (e.g., mediation analysis, sample splitting) and careful identification strategy to ensure causal claims are robust.

This skill provides comprehensive guidance for positioning computer graphics, visualization, and geometric computing manuscripts for the Pacific Graphics conference. It covers conference fit evaluation, necessary framing adjustments, evidence bar construction, and strategic advice for maximizing submission success in the Asia-Pacific visual computing domain. Ideal for authors needing to refine their paper's focus for a selective CS venue.

This skill guides the creation of rigorous, self-contained tables and figures (exhibits) for academic journals like Public Opinion Quarterly (POQ). It ensures that all visual data accurately report design-based uncertainty, weighting adjustments, and the base N, meeting the high standards required for empirical survey research.

A comprehensive academic skill designed to guide authors targeting top-tier Chinese policy journals, such as 'Reform.' It helps assess whether a manuscript's core contribution, methodology, and research focus align with the journal's scope (e.g., economic reform, public policy, institutional change). The tool covers academic standards, common pitfalls, necessary structural adjustments, and adherence to specific citation styles (GB/T 7714).

A comprehensive guide for structuring rigorous empirical financial research papers, particularly for top-tier journals like RFS. It details critical design choices for sample construction, variable measurement (proxy validity), estimator selection (GMM, Fama–MacBeth, DID), and standard error adjustments, ensuring methodological rigor and reproducibility against academic scrutiny.

This comprehensive guide outlines the robust battery of checks required for high-impact empirical finance papers. It covers alternative specifications, subsample analysis, outlier sensitivity, and crucial multiple-testing adjustments. Use this framework to structure your methodology, ensuring your central claims are statistically rigorous, reproducible, and capable of withstanding intense academic peer review and scrutiny.

This skill maps chronic conditions extracted from clinical notes to CMS-HCC V28 categories. It estimates the Risk Adjustment Factor (RAF) score, which is crucial for Medicare Advantage payments. It serves as decision support for coders by identifying candidate HCCs, applying complex coding hierarchies, and checking for MEAT documentation evidence for human validation.

Mentor for embedded and IoT hardware projects: helps select MCUs, dev boards, toolchains, and data destinations (phone, PC, dashboard, alert). Provides time/cost estimates and phased build plans from breadboard MVP to production PCB. Use for questions about ESP32, STM32, Arduino, Raspberry Pi Pico, firmware, PCB, KiCad, MQTT, Home Assistant, or hardware tool recommendations.

A comprehensive firmware and IoT penetration testing skill following OWASP FSTM. Covers firmware acquisition, static analysis, file system extraction with binwalk/unblob, automated EMBA scanning, system emulation via Firmadyne/QEMU, dynamic debugging, and binary exploitation for ARM/MIPS devices. Ideal for auditing routers, cameras, smart home devices, reproducing IoT CVEs, and discovering embedded 0-days.

This skill simulates a senior legal counsel assessing foreign direct investment (FDI) into Indian companies. It determines if Government of India or special approval is required under FEMA 1999 and NDI Rules 2019. It systematically evaluates sectoral caps, foreign control (FOCC), and international compliance risks (LBC), providing a professional, actionable compliance advice note.